| 基于改进型蚁群算法的网格资源分配的研究 |
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| 引用本文： | 赵丰.基于改进型蚁群算法的网格资源分配的研究[J].长江大学学报,2009(2). |
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| 作者姓名： | 赵丰 |
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| 作者单位： | 福建经济管理干部学院信息管理系; |
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| 摘 要： | 通过对基于标准蚁群算法和MMAS蚁群算法的网格资源分配算法的比较和分析,提出了另一种自适应的蚁群算法。通过计算机仿真实验证明,自适应改进型蚁群算法相比于基于标准蚁群算法和MMAS蚁群算法的网格资源分配算法具有更强的搜索全局最优解的能力,同时还具有更好的稳定性和收敛性。
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| 关 键 词： | 网格 资源分配 蚁群算法 MMAS 自适应蚁群算法 |
Research of Grid Resource Allocation Based on Improved Ant Colony Optimization |
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| ZHAO Feng.Research of Grid Resource Allocation Based on Improved Ant Colony Optimization[J].Journal of Yangtze University,2009(2). |
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| Authors: | ZHAO Feng |
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| Institution: | ZHAO Feng(Fujian Economic Management Cadre College,Fuzhou,Fujian 35002,China) |
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| Abstract: | Through comparing the grid resource allocation algorithm based on standards and MMAS ant colony algorithm,a self-adapting ant colony algorithm was put forward.According the computer simulation experiments,the advantage of the grid resource allo-cation algorithm based on the self-adapting ant colony algorithm was proved.It's had better search ability of the global optimal solution,and better stability and convergence. |
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| Keywords: | grid resource allocation ant colony optimization MMAS(Max-Min ant system) self-adapting ant colony algorithm |
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